Clustering [1/2]

11 Novembro 2025, 16:30 • Helena Aidos

Implementation of k-means clustering using scikit-learn.

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Clustering [1/2]

11 Novembro 2025, 15:00 • Helena Aidos

Implementation of k-means clustering using scikit-learn.

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Clustering [1/2]

11 Novembro 2025, 15:00 • Sara C. Madeira

Implementation of k-means clustering using scikit-learn.

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T08 - DISTANCE-BASED MODELS II - CLUSTERING (MOTIVATION + K-MEANS)

11 Novembro 2025, 13:00 • Sara C. Madeira

Distance-based Models II (Clustering): revision of unsupervised learning, introduction to clustering and k-means. Toy examples. The key steps of 1) feature choice and preprocessing and 2) choosing K and their impact on clustering solutions.

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Distance-based models and model evaluation

6 Novembro 2025, 10:30 • Sara C. Madeira

- Implementation of k-nearest neighbors classifier using sckit-learn.

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